[00] IDENTITY
Available for work
Syed Abbas


Aggregate output
0%Retrieval accuracy
0%Context retention
0+Concurrent users
0%Uptime
[01] WORK

Selected work

Numbers listed under each project are the ones I could actually measure. Click through for the full write-up.

[01]
2024 – 2026
Full-stack AI + backend
Cloud Primero · with a personal continuation (LangChain framework)

CX Consulting AI

Production RAG assistant for consulting teams. Streams grounded answers with source citations, generates full CX deliverables (strategy docs, journey maps, ROI analyses) via an intelligent planner-executor architecture, and runs on AWS g4dn with local llama.cpp inference.

0%Retrieval accuracy
0%Context retention
0msp95 latency
0Executor flows
FastAPIChromaDB (HNSW)BGE-base-en-v1.5BM25 + RRF fusion (k=60)Cross-Encoder rerank (ms-marco-MiniLM-L-6-v2)
[02]
2024
Backend architect
Cloud Primero

Multi-Tenant Dental SaaS Backend

Production SaaS backend for tenant-isolated dental operations, claims processing, payment workflows, clinical charting, and Unity-based visualization.

0Modules
0Domain entities
0LoC
0Vektis char lines
NestJSPostgreSQLRedisAzure Flexible ServerUnity 3D
[03]
2024 – 2026
Solo, engine + gameplay + Rust GDExtension

DungeonCrawl: Action-Roguelike + RTS Hybrid

87,000-line Godot 4.6 engine and game ("DungeonCrawl"). Data-oriented horde combat with a 2,700-line Rust GDExtension that mutates SoA arrays in place using rayon + wide SIMD, chunked streaming overworld, procedurally generated dungeons, authoritative co-op, and custom GDShaders. Ships on Windows, macOS, Linux, and Android.

0GDScript LoC
0Rust LoC (GDExtension)
0Autoloaded subsystems
0Platforms configured
Godot 4.6GDScriptRust GDExtensionrayon + wide (SIMD)GDShader / GLSL
[04]
2024
Protocol reverse-engineering + Android systems
Truffle POS, Canada

Thermal Printer Emulator

Android app that impersonates an Epson TM-m30II thermal printer at the hardware, network, and protocol level. Intercepts print jobs from Toast, Square, Clover, parses ESC/POS binary commands via a Trie, extracts structured order data, and forwards it as JSON. No POS system modifications required.

0+ESC/POS commands
0+Item formats parsed
0+Concurrent terminals
0msStatus response
Kotlin 1.9Android 8+ (rooted)NettyKtorCoroutines
[05]
2024
Full-stack AI (frontend + backend + ML service)
Climate Culture AI

Climate Culture Recommendation System

Three-service climate-action recommender. Next.js 16 frontend, Node.js/Express backend, FastAPI Python ML service with BGE embeddings + BM25 + LightGBM LambdaRank + type-aware MMR. Users take an 11-question quiz, the ML service ranks 343 climate actions, and drag-and-drop reordering feeds a feedback file used to retrain the ranker.

0Ranking features per action
0%Recall@20
0Climate actions ranked
0Coordinated services
Next.js 16 · React 19 · TypeScriptNode.js · Express · Joi validationPostgreSQLFastAPI · PythonBAAI/bge-base-en-v1.5 (SentenceTransformer)
[06]
2024 – 2025
Solo, ML systems + audio pipeline

AI Audio Lab

Local voice-cloning and long-form narration workshop for Apple Silicon. 66 orchestration scripts drive a 9-stage pipeline from raw script to approved final stitch, with filesystem-based state so any stage can resume without in-memory queues. Qwen3-TTS voice cloning, faster-whisper ASR-QA scoring, forced alignment, prosody direction, and FFmpeg mastering.

0Pipeline scripts
0Pipeline stages
0ASR-QA pass threshold
0Take-identity hash
Python (uv-managed per-tool envs)Qwen3-TTS-12Hz-0.6B-Base (voice cloning)faster-whisper (small.en int8)Qwen3 forced alignerkokoro · chatterbox · openmoss-sfx (isolated envs)
[07]
2024
Solo, systems

Distributed Product Intelligence Engine

Edge-node scraping fleet, document ingestion, rate-limit handling, clustering, and recurring market signal detection. Live at dashboard.eternalconquests.com.

0+Documents ingested
0Edge boards
Node.jsPythonRaspberry PiJetson NanoWindows To Go
[08]
2026
Solo, agent systems

AI Receptionist Agent

Voice agent for local businesses that runs the whole phone call: transcribe, decide, take an action against a real integration, respond in voice. Provider-swappable across STT, TTS, LLM, and transport.

0Python LoC
0LLM providers
0TTS providers
0STT providers
PythonFastAPITwilio Media StreamsVapiWebRTC
[09]
2024
Computer vision + native Android
Active Mentor

Active Mentor: Pose-Detection Coach

Standalone tablet fitness coach with real-time pose detection, 55+ exercises, and on-device ML inference. React Native shell, native Android intelligence, no backend.

0+Exercises
0Model files
0Max keypoints
0Backend calls
React NativeJava (Android)TensorFlow LitePoseNetMoveNet Thunder + Lightning
[10]
2023
Full-stack mobile + native

Vero-Drive

React Native driver app for a multi-service delivery platform with integrated DJI drone control. Food, packages, purchases, returns, and drone drops in one flow.

0+Profile screens
0Order types
0Drone
React NativeRedux + Redux Persistreact-native-mapsreact-native-maps-directionsDJI SDK (native bridge)
[02] TIMELINE

Career at a glance

Three years shipping production systems across AI, backend, data, and CV.

Cloud Primero
Full-Stack AI & Systems Backend Engineer
Aug 2024 · Present
Climate Culture AI
Full-Stack AI Engineer (Remote / Contract)
Feb 2024 · Jun 2024
Active Mentor
Software Developer · CV & Runtime Systems
Nov 2023 · Feb 2024
ImproData
Data Engineer
Jul 2023 · Nov 2023
Mindstorm Studios
Software Engineering Intern
Jun 2023 · Aug 2023
2024
2025
2026
Current
Previous
Hover a row
[03] EXPERIENCE

Where I've worked

Concrete outcomes I owned at each stop.

[01]

Cloud Primero

Full-Stack AI & Systems Backend Engineer
Aug 2024 · Present
Remote · Karachi
  • 01Enterprise RAG platform: 91% retrieval accuracy, 94% context retention, 500+ concurrent users at 99.2% uptime.
  • 02Cut p95 latency 73% (2.3s → 620ms) via async FastAPI streaming, connection pooling, and request-path optimization.
  • 03PhaseGraph V2: DAG-based planner-retriever-writer-reviewer workflow engine for multi-step document automation.
  • 04Multi-tenant dental SaaS on Azure: database-per-tenant across 22 modules, 46 entities, ~68,700 LoC on Postgres Flexible Server.
  • 05Vektis MZ301 v1.3 claims serialization engine with fixed-width 310-char validation for Dutch healthcare.
  • 068-stage PayT webhook pipeline: raw-body HMAC-SHA256 + partial-unique indexes to prevent duplicate payments.
  • 07Truffle POS: reverse-engineered Epson ESC/POS on TCP 9100 with a Trie+FSM parser hitting 95%+ field extraction.
[02]

Climate Culture AI

Full-Stack AI Engineer (Remote / Contract)
Feb 2024 · Jun 2024
Remote
  • 01On-device recommendation engine: BGE embeddings + LightGBM ranking + MMR diversification.
  • 02Telemetry-driven vector weighting for feedback-loop personalization.
  • 03Turned product goals into ranking features, embedding retrieval flows, and diversification controls.
[03]

Active Mentor

Software Developer · CV & Runtime Systems
Nov 2023 · Feb 2024
Contract
  • 01PoseNet Thunder and Lightning profiles running on tablet hardware with real-time posture overlays.
  • 02Motion-feedback overlays connecting pose landmarks to canvas rendering and rep counting.
  • 03Tuned implementation paths for constrained tablet hardware and real-time visual feedback.
[04]

ImproData

Data Engineer
Jul 2023 · Nov 2023
Karachi
  • 01High-throughput Azure Databricks + PySpark extraction pipelines for unstructured Data Lake assets.
  • 02Indexed SQL Server tracking views to improve dashboard refresh cycles.
[05]

Mindstorm Studios

Software Engineering Intern
Jun 2023 · Aug 2023
Karachi
  • 01Led a junior engineering cohort during a 2-month Unity mobile game jam.
  • 02Coordinated gameplay implementation, optimization passes, and evaluation-deadline delivery.
[04] STACK

Working knowledge

Bar length = years of production-grade use. Depth over breadth where it matters.

Languages
7 · yrs
  • Python
    6
  • TypeScript
    4
  • Kotlin
    2
  • C#
    3
  • C++
    4
  • SQL
    5
  • Bash
    3
AI / ML
8 · yrs
  • LangChain
    3
  • Transformers
    3
  • ChromaDB
    2
  • FAISS
    2
  • vLLM
    1
  • TensorFlow
    3
  • PyTorch
    3
  • OpenCV
    3
Backend
5 · yrs
  • FastAPI
    3
  • Node
    4
  • NestJS
    2
  • Django REST
    2
  • Ktor
    2
Frontend
5 · yrs
  • React
    4
  • Next.js
    3
  • React Native
    2
  • Tailwind
    3
  • Three.js
    2
Game / XR
6 · yrs
  • Godot
    4
  • Unity
    4
  • URP
    2
  • HDRP
    2
  • Meta Quest SDK
    2
  • OpenXR
    1
Data / Infra
6 · yrs
  • Postgres
    4
  • MongoDB
    3
  • Redis
    3
  • Azure
    3
  • Databricks
    2
  • Docker
    4
[05] EDUCATION
BS Computer Science
FAST-NUCES · Jan 2024 · GPA 3.2

A-Levels: 3 As and 1 B, Beaconhouse School System.